Meet the world's first AI-powered mobile app pentester
Shinobi can now pentest mobile apps with same skills and precision of traditional pentesting... but does it faster and continuously
Varun Uppal
Published on 2025-10-07 • 6 min readIf you think about it, our phones have become vaults for our entire lives - our money, our messages, our health data, even our work. That's exactly why attackers love mobile apps. And it's why mobile app pentesting has always been such a critical part of security.
Why mobile app pentesting matters
Mobile apps are a mix of APIs, SDKs, device permissions, and user data all interacting in unpredictable ways. A single weak link like insecure storage, an exposed API key, or a broken authentication flow can lead to serious breaches. Pentesting helps you find those weak spots before someone else does.
The old way: manual, slow, and expensive
Mobile pentests have always been manual. A human expert pulls apart the app, inspects the code, intercepts traffic, and maps out attack paths. It's real craftsmanship but it's slow, costly, and only captures a moment in time. By the next release, everything's changed.
The new way: Shinobi automates it
That's what led us to build the first AI-powered mobile app pentester.
Instead of waiting weeks for a manual test, Shinobi runs continuously, analyzing the app's code and behavior just like a human pentester would…. only faster.
Here's how it levels up testing:
- Understands the app like an attacker – Shinobi maps out how the app interacts with APIs and permissions to uncover real attack paths.
- Crafts and executes real exploits – It doesn't stop at "possible issue detected." It actually builds and runs attack chains to prove what's exploitable.
- Gives clear, prioritized findings – Returns context-rich findings that explain what's wrong, how it's exploitable, and exactly how to fix it.
- Works at the speed of development – Enables testing every app release automatically, not once a year.
Why it matters
With Shinobi, mobile pentesting goes from a once-a-quarter box-check to a continuous process built right into development. This approach provides quicker feedback, and keeps findings aligned with the latest code changes.